ScholarMuse
Rank #43,465io.github.TopLocalAI/scholarmuse
Academic papers, reference verification and research data for AI agents.
What you can do with ScholarMuse
ScholarMuse is a Model Context Protocol (MCP) server published by TopLocalAI. It ranks #43,465 of 176,402 active servers on MCP Toplist. ScholarMuse is listed across 2 registries — Official MCP and Glama, with 1 tracked version. It was first listed on Oct 15, 2026 and most recently updated on Oct 15, 2026.
Not verifiedMCP Toplist has not yet written a checked profile for this server, so the paragraph above is assembled from registry data only. The repository README is the authority on what it does.
What ScholarMuse can and cannot do
Not verifiedMCP Toplist has not catalogued this server's tools or limitations. The repository README lists them.
What you need before using ScholarMuse
The hosted endpoint rejects unauthenticated connections — connect via its URL and authenticate with the provider (OAuth sign-in or an account API key, per its docs).
Verified by MCP Toplist on Oct 30, 2026: the public endpoint answered an unauthenticated connection with 401 Unauthorized, so it requires sign-in or an API key.
Established by MCP Toplist’s own connection check, not taken from registry metadata.
Hosted endpoint requires authentication (it answered 401 to an unauthenticated connection).
Connect ScholarMuse and confirm it works
claude mcp add --transport http scholarmuse https://scholarmuse.ai/mcp[mcp_servers.scholarmuse]
url = "https://scholarmuse.ai/mcp"Add to ~/.codex/config.toml.
https://scholarmuse.ai/mcpSettings → Connectors → “Add custom connector”, then paste this URL.
{
"mcpServers": {
"scholarmuse": {
"url": "https://scholarmuse.ai/mcp"
}
}
}Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (per project).
{
"servers": {
"scholarmuse": {
"type": "http",
"url": "https://scholarmuse.ai/mcp"
}
}
}Save as .vscode/mcp.json in your workspace.
{
"mcpServers": {
"scholarmuse": {
"serverUrl": "https://scholarmuse.ai/mcp"
}
}
}Add to ~/.codeium/windsurf/mcp_config.json.
{
"mcpServers": {
"scholarmuse": {
"url": "https://scholarmuse.ai/mcp"
}
}
}After adding the config, ask your client to list this server's tools. A tool list confirms the connection; an empty list or an error means the server did not start or needs credentials.
When to choose another server
No task-specific alternatives are catalogued for ScholarMuseyet; the list above is its publisher's other servers.
What changed, and when this was checked
- First listed
- Oct 15, 2026
- Latest version published
- Oct 15, 2026
- Version history
- 1 version tracked (below)
- Requirements evidence
- Verified by MCP Toplist on Oct 30, 2026: the public endpoint answered an unauthenticated connection with 401 Unauthorized, so it requires sign-in or an API key.
- Profile checked
- Not yet — purpose, capabilities and requirements above come from registry data only
- Ranking data as of
- Nov 14, 2026
- Glama ↗listed since Oct 15, 2026 · still listed
- Official MCP ↗listed since Oct 15, 2026 · still listed
Do you maintain ScholarMuse? to show as its verified maintainer and add your own summary, sign-in details and links. The rest of this page is read from the registry listings and from MCP Toplist's own connection check.
Available versions (1)
| Version | Published |
|---|---|
| 1.0.0 | Oct 15, 2026 |
Ranks ahead of 132,937 of 176,402 servers on MCP Toplist.
Show your rank
Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.
[](https://mcptoplist.com/server/io.github.TopLocalAI%2Fscholarmuse)<a href="https://mcptoplist.com/server/io.github.TopLocalAI%2Fscholarmuse"><img src="https://mcptoplist.com/badge/io.github.TopLocalAI%2Fscholarmuse.svg" alt="MCP Toplist: Top 25% of 176,402" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Frequently asked questions
- Who maintains ScholarMuse?
- ScholarMuse is maintained by TopLocalAI, which publishes 3 MCP servers (2 total versions) tracked on MCP Toplist.
- Is ScholarMuse listed on the Official MCP Registry?
- Yes — ScholarMuse is listed on the Official MCP Registry, alongside Glama.
- How many versions does ScholarMuse have?
- MCP Toplist tracks 1 version of ScholarMuse, most recently published on Oct 15, 2026.
- Where can I find the source code for ScholarMuse?
- The source code for ScholarMuse is hosted at github.com/TopLocalAI/scholarmuse-mcp.
Do you run this server?
Community projects list the MCP servers behind real agents and apps. Publish yours and this page will link to it.